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Merged
gericdong
merged 21 commits into
GoogleCloudPlatform:main
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Guiners:sample/controlled-generation
Sep 11, 2025
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98a2d45
bumping version and fixing tests
99f5214
bumping version and fixing tests
77e4dca
bumping version and fixing tests
554afd0
bumping version and fixing tests
aa02890
adding tests
6cbd2c9
adding tests
5dd5c77
fixing filenames
f7f1b54
fixing code from code review and adding linters
446f1e7
Merge branch 'main' into sample/controlled-generation
Guiners 9ad1471
Merge branch 'main' into sample/controlled-generation
Guiners 1a5b663
Merge branch 'main' into sample/controlled-generation
Guiners ad1469c
Merge branch 'main' into sample/controlled-generation
Guiners fbf04fc
adding samples, test, lints
bd70837
Merge branch 'main' into sample/controlled-generation
Guiners c5813c9
Merge branch 'main' into sample/controlled-generation
Guiners 6ceefd1
adding samples, test, lints
11f722d
adding samples, test, lints
92ae8af
Merge branch 'main' into sample/controlled-generation
msampathkumar baf1128
adding samples, test, lints
3b6104d
Merge branch 'main' into sample/controlled-generation
gericdong 63cc4d2
fixing functions names
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,79 @@ | ||
| // Copyright 2025 Google LLC | ||
| // | ||
| // Licensed under the Apache License, Version 2.0 (the "License"); | ||
| // you may not use this file except in compliance with the License. | ||
| // You may obtain a copy of the License at | ||
| // | ||
| // https://www.apache.org/licenses/LICENSE-2.0 | ||
| // | ||
| // Unless required by applicable law or agreed to in writing, software | ||
| // distributed under the License is distributed on an "AS IS" BASIS, | ||
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| // See the License for the specific language governing permissions and | ||
| // limitations under the License. | ||
|
|
||
| 'use strict'; | ||
|
|
||
| // [START googlegenaisdk_ctrlgen_with_class_schema] | ||
| const {GoogleGenAI} = require('@google/genai'); | ||
|
|
||
| const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT; | ||
| const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
|
|
||
| async function generateClassSchema( | ||
| projectId = GOOGLE_CLOUD_PROJECT, | ||
| location = GOOGLE_CLOUD_LOCATION | ||
| ) { | ||
| const client = new GoogleGenAI({ | ||
| vertexai: true, | ||
| project: projectId, | ||
| location: location, | ||
| }); | ||
|
|
||
| class Recipe { | ||
| /** | ||
| * @param {string} recipeName | ||
| * @param {string[]} ingredients | ||
| */ | ||
| constructor(recipeName, ingredients) { | ||
| this.recipeName = recipeName; | ||
| this.ingredients = ingredients; | ||
| } | ||
| } | ||
|
|
||
| const response = await client.models.generateContent({ | ||
| model: 'gemini-2.5-flash', | ||
| contents: 'List a few popular cookie recipes?', | ||
| config: { | ||
| responseMimeType: 'application/json', | ||
| responseSchema: Recipe, | ||
| }, | ||
| }); | ||
|
|
||
| console.log(response.text); | ||
|
|
||
| // Example output: | ||
| // [Recipe(recipe_name='Chocolate Chip Cookies', ingredients=['2 1/4 cups all-purpose flour' | ||
| // { | ||
| // "ingredients": [ | ||
| // "2 1/4 cups all-purpose flour", | ||
| // "1 teaspoon baking soda", | ||
| // "1 teaspoon salt", | ||
| // "1 cup (2 sticks) unsalted butter, softened", | ||
| // "3/4 cup granulated sugar", | ||
| // "3/4 cup packed brown sugar", | ||
| // "1 teaspoon vanilla extract", | ||
| // "2 large eggs", | ||
| // "2 cups chocolate chips" | ||
| // ], | ||
| // "recipe_name": "Classic Chocolate Chip Cookies" | ||
| // }, ... ] | ||
|
|
||
| return response.text; | ||
| } | ||
|
|
||
| // [END googlegenaisdk_ctrlgen_with_class_schema] | ||
|
|
||
| module.exports = { | ||
| generateClassSchema, | ||
| }; |
77 changes: 77 additions & 0 deletions
77
genai/controlled-generation/ctrlgen-with-enum-class-schema.js
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|---|---|---|
| @@ -0,0 +1,77 @@ | ||
| // Copyright 2025 Google LLC | ||
| // | ||
| // Licensed under the Apache License, Version 2.0 (the "License"); | ||
| // you may not use this file except in compliance with the License. | ||
| // You may obtain a copy of the License at | ||
| // | ||
| // https://www.apache.org/licenses/LICENSE-2.0 | ||
| // | ||
| // Unless required by applicable law or agreed to in writing, software | ||
| // distributed under the License is distributed on an "AS IS" BASIS, | ||
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| // See the License for the specific language governing permissions and | ||
| // limitations under the License. | ||
|
|
||
| 'use strict'; | ||
|
|
||
| // [START googlegenaisdk_ctrlgen_with_enum_class_schema] | ||
| const {GoogleGenAI} = require('@google/genai'); | ||
|
|
||
| const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT; | ||
| const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
|
|
||
| async function generateEnumClassSchema( | ||
| projectId = GOOGLE_CLOUD_PROJECT, | ||
| location = GOOGLE_CLOUD_LOCATION | ||
| ) { | ||
| const client = new GoogleGenAI({ | ||
| vertexai: true, | ||
| project: projectId, | ||
| location: location, | ||
| }); | ||
|
|
||
| class InstrumentClass { | ||
| static values() { | ||
| return [ | ||
| InstrumentClass.PERCUSSION, | ||
| InstrumentClass.STRING, | ||
| InstrumentClass.WOODWIND, | ||
| InstrumentClass.BRASS, | ||
| InstrumentClass.KEYBOARD, | ||
| ]; | ||
| } | ||
| } | ||
|
|
||
| InstrumentClass.PERCUSSION = 'Percussion'; | ||
| InstrumentClass.STRING = 'String'; | ||
| InstrumentClass.WOODWIND = 'Woodwind'; | ||
| InstrumentClass.BRASS = 'Brass'; | ||
| InstrumentClass.KEYBOARD = 'Keyboard'; | ||
|
|
||
| const responseSchema = { | ||
| type: 'string', | ||
| enum: InstrumentClass.values(), | ||
| }; | ||
|
|
||
| const response = await client.models.generateContent({ | ||
| model: 'gemini-2.5-flash', | ||
| contents: 'What type of instrument is a guitar?', | ||
| config: { | ||
| responseMimeType: 'text/x.enum', | ||
| responseSchema: responseSchema, | ||
| }, | ||
| }); | ||
|
|
||
| console.log(response.text); | ||
|
|
||
| // Example output: | ||
| // String | ||
|
|
||
| return response.text; | ||
| } | ||
|
|
||
| // [END googlegenaisdk_ctrlgen_with_enum_class_schema] | ||
|
|
||
| module.exports = { | ||
| generateEnumClassSchema, | ||
| }; | ||
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78 changes: 78 additions & 0 deletions
78
genai/controlled-generation/ctrlgen-with-nested-class-schema.js
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,78 @@ | ||
| // Copyright 2025 Google LLC | ||
| // | ||
| // Licensed under the Apache License, Version 2.0 (the "License"); | ||
| // you may not use this file except in compliance with the License. | ||
| // You may obtain a copy of the License at | ||
| // | ||
| // https://www.apache.org/licenses/LICENSE-2.0 | ||
| // | ||
| // Unless required by applicable law or agreed to in writing, software | ||
| // distributed under the License is distributed on an "AS IS" BASIS, | ||
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| // See the License for the specific language governing permissions and | ||
| // limitations under the License. | ||
|
|
||
| 'use strict'; | ||
|
|
||
| // [START googlegenaisdk_ctrlgen_with_nested_class_schema] | ||
| const {GoogleGenAI} = require('@google/genai'); | ||
|
|
||
| const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT; | ||
| const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
|
|
||
| async function generateNestedClassSchema( | ||
| projectId = GOOGLE_CLOUD_PROJECT, | ||
| location = GOOGLE_CLOUD_LOCATION | ||
| ) { | ||
| const client = new GoogleGenAI({ | ||
| vertexai: true, | ||
| project: projectId, | ||
| location: location, | ||
| }); | ||
|
|
||
| const Grade = Object.freeze({ | ||
| A_PLUS: 'a+', | ||
| A: 'a', | ||
| B: 'b', | ||
| C: 'c', | ||
| D: 'd', | ||
| F: 'f', | ||
| }); | ||
|
|
||
| class Recipe { | ||
| /** | ||
| * @param {string} recipeName | ||
| * @param {string} rating - Must be one of Grade enum values | ||
| */ | ||
| constructor(recipeName, rating) { | ||
| if (!Object.values(Grade).includes(rating)) { | ||
| throw new Error(`Invalid rating: ${rating}`); | ||
| } | ||
| this.recipeName = recipeName; | ||
| this.rating = rating; | ||
| } | ||
| } | ||
|
|
||
| const response = await client.models.generateContent({ | ||
| model: 'gemini-2.5-flash', | ||
| contents: | ||
| 'List about 10 home-baked cookies and give them grades based on tastiness.', | ||
| config: { | ||
| responseMimeType: 'application/json', | ||
| responseSchema: Recipe, | ||
| }, | ||
| }); | ||
|
|
||
| console.log(response.text); | ||
|
|
||
| // Example output: | ||
| // [{"rating": "a+", "recipe_name": "Classic Chocolate Chip Cookies"}, ...] | ||
|
|
||
| return response.text; | ||
| } | ||
|
|
||
| // [END googlegenaisdk_ctrlgen_with_nested_class_schema] | ||
|
|
||
| module.exports = { | ||
| generateNestedClassSchema, | ||
| }; |
90 changes: 90 additions & 0 deletions
90
genai/controlled-generation/ctrlgen-with-nullable-schema.js
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,90 @@ | ||
| // Copyright 2025 Google LLC | ||
| // | ||
| // Licensed under the Apache License, Version 2.0 (the "License"); | ||
| // you may not use this file except in compliance with the License. | ||
| // You may obtain a copy of the License at | ||
| // | ||
| // https://www.apache.org/licenses/LICENSE-2.0 | ||
| // | ||
| // Unless required by applicable law or agreed to in writing, software | ||
| // distributed under the License is distributed on an "AS IS" BASIS, | ||
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| // See the License for the specific language governing permissions and | ||
| // limitations under the License. | ||
|
|
||
| 'use strict'; | ||
|
|
||
| // [START googlegenaisdk_ctrlgen_with_nullable_schema] | ||
| const {GoogleGenAI} = require('@google/genai'); | ||
|
|
||
| const GOOGLE_CLOUD_PROJECT = process.env.GOOGLE_CLOUD_PROJECT; | ||
| const GOOGLE_CLOUD_LOCATION = process.env.GOOGLE_CLOUD_LOCATION || 'global'; | ||
|
|
||
| async function generateNullableSchema( | ||
| projectId = GOOGLE_CLOUD_PROJECT, | ||
| location = GOOGLE_CLOUD_LOCATION | ||
| ) { | ||
| const client = new GoogleGenAI({ | ||
| vertexai: true, | ||
| project: projectId, | ||
| location: location, | ||
| }); | ||
|
|
||
| const prompt = ` | ||
| The week ahead brings a mix of weather conditions. | ||
| Sunday is expected to be sunny with a temperature of 77°F and a humidity level of 50%. Winds will be light at around 10 km/h. | ||
| Monday will see partly cloudy skies with a slightly cooler temperature of 72°F and the winds will pick up slightly to around 15 km/h. | ||
| Tuesday brings rain showers, with temperatures dropping to 64°F and humidity rising to 70%. | ||
| Wednesday may see thunderstorms, with a temperature of 68°F. | ||
| Thursday will be cloudy with a temperature of 66°F and moderate humidity at 60%. | ||
| Friday returns to partly cloudy conditions, with a temperature of 73°F and the Winds will be light at 12 km/h. | ||
| Finally, Saturday rounds off the week with sunny skies, a temperature of 80°F, and a humidity level of 40%. Winds will be gentle at 8 km/h. | ||
| `; | ||
|
|
||
| const responseSchema = { | ||
| type: 'object', | ||
| properties: { | ||
| forecast: { | ||
| type: 'array', | ||
| items: { | ||
| type: 'object', | ||
| properties: { | ||
| Day: {type: 'string', nullable: true}, | ||
| Forecast: {type: 'string', nullable: true}, | ||
| Temperature: {type: 'integer', nullable: true}, | ||
| Humidity: {type: 'string', nullable: true}, | ||
| WindSpeed: {type: 'integer', nullable: true}, | ||
| }, | ||
| required: ['Day', 'Temperature', 'Forecast', 'WindSpeed'], | ||
| }, | ||
| }, | ||
| }, | ||
| }; | ||
|
|
||
| const response = await client.models.generateContent({ | ||
| model: 'gemini-2.5-flash', | ||
| contents: prompt, | ||
| config: { | ||
| responseMimeType: 'application/json', | ||
| responseSchema: responseSchema, | ||
| }, | ||
| }); | ||
| console.log(response.text); | ||
|
|
||
| // Example output: | ||
| // {"forecast": [{"Day": "Sunday", "Forecast": "sunny", "Temperature": 77, "Wind Speed": 10, "Humidity": "50%"}, | ||
| // {"Day": "Monday", "Forecast": "partly cloudy", "Temperature": 72, "Wind Speed": 15}, | ||
| // {"Day": "Tuesday", "Forecast": "rain showers", "Temperature": 64, "Wind Speed": null, "Humidity": "70%"}, | ||
| // {"Day": "Wednesday", "Forecast": "thunderstorms", "Temperature": 68, "Wind Speed": null}, | ||
| // {"Day": "Thursday", "Forecast": "cloudy", "Temperature": 66, "Wind Speed": null, "Humidity": "60%"}, | ||
| // {"Day": "Friday", "Forecast": "partly cloudy", "Temperature": 73, "Wind Speed": 12}, | ||
| // {"Day": "Saturday", "Forecast": "sunny", "Temperature": 80, "Wind Speed": 8, "Humidity": "40%"}]} | ||
|
|
||
| return response.text; | ||
| } | ||
|
|
||
| // [END googlegenaisdk_ctrlgen_with_nullable_schema] | ||
|
|
||
| module.exports = { | ||
| generateNullableSchema, | ||
| }; |
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